Fold 4 - Understanding why coefficient 96801 was selected
Tag: META-RELATED-COLLECTION-RELATED-MEUWS1B-UWSRY
Selected Coefficient: 96801
Taxonomy Path: 23.4.14
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 2
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| 96801 | 1.000000 | 23.4.14 | 14.4.23 (14*83^2 + 4*83 + 23) | Yes | |
| 8231 | 2.000000 | 14.16.1 | 1.16.14 (6889 + 16*83 + 14) | Home & Garden > Parasols & Rain Umbrellas > Parasols | No |
These are the training products that have the "META-RELATED-COLLECTION-RELATED-MEUWS1B-UWSRY" tag (processing sequence 3608). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 23212 | Wondershade™ Ultimate Portable Sun Shade Umbrella, Lightweight Adjustable Instant Sun Protection - Orange | 96801 | none | 0 | none | ||
| 23242 | Wondershade™ Ultimate Portable Sun Shade Umbrella, Lightweight Adjustable Instant Sun Protection - Yellow | 96801 | none | 0 | none | ||
| 23215 | Wondershade™ Ultimate Portable Sun Shade Umbrella, Lightweight Adjustable Instant Sun Protection - Rainbow | 8231 | Home & Garden > Parasols & Rain Umbrellas > Parasols | none | -88570 | none |